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Tomotake Sasaki

D3: Data Diversity Design for Systematic Generalization in Visual Question Answering

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Sep 15, 2023
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Modularity Trumps Invariance for Compositional Robustness

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Jun 15, 2023
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HICO-DET-SG and V-COCO-SG: New Data Splits to Evaluate Systematic Generalization in Human-Object Interaction Detection

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May 17, 2023
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Deephys: Deep Electrophysiology, Debugging Neural Networks under Distribution Shifts

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Mar 17, 2023
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Safe Exploration Method for Reinforcement Learning under Existence of Disturbance

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Sep 30, 2022
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Transformer Module Networks for Systematic Generalization in Visual Question Answering

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Jan 27, 2022
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Do Neural Networks for Segmentation Understand Insideness?

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Jan 25, 2022
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Symmetry Perception by Deep Networks: Inadequacy of Feed-Forward Architectures and Improvements with Recurrent Connections

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Dec 08, 2021
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Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations: late-stopping, tuning batch normalization and invariance loss

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Oct 30, 2021
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Annotation Cost Reduction of Stream-based Active Learning by Automated Weak Labeling using a Robot Arm

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Oct 03, 2021
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